Operations | Monitoring | ITSM | DevOps | Cloud

The latest News and Information on Cost Management and related technologies.

The CFO's Guide To Accurate Cost Allocation

Every finance team knows this pain. The cloud bill continues to grow, but the numbers don’t quite add up. Engineering swears their usage reports are accurate. But when you ask, “Which product or customer drove last month’s 18% cost increase?” things go quiet. That silence usually means one thing. Inaccurate cost allocation. Native cloud cost allocation tools from AWS, Azure, and Google Cloud can help. However, they often stop at the average this or average that layer.

How FOCUS Is Shaping The Next Era Of Cloud Cost Optimization

SaaS, AI, and technology spending today looks like a more intense version of how it was a decade ago when everyone first migrated to the cloud. The mentality was and, at some companies, still is to build build build and worry about controlling expenditures and optimizing costs later. We’re seeing astronomical amounts of money being raised by brand-new AI businesses that barely even existed a couple of years ago. More than $145 billion has been raised for U.S.

Chargeback Vs. Showback: Choosing The Right Cost Allocation Model For FinOps

One of the most challenging aspects of running a SaaS business is dealing with highly variable costs. Every service you provide needs resources, and the demand for those resources fluctuates. Just when you think you’ve got this quarter’s budget nailed down, an engineer makes a restructuring decision or a new feature launch exceeds expectations (or falls flat). Suddenly, your bill looks totally different than what you were expecting.

EKS Pricing And Cost Optimization (2025 Guide)

AWS did not intend to build Amazon EKS; it simply had to. Kubernetes adoption beamed light years ahead of AWS’s own managed container orchestration service. This forced AWS to develop a managed service to accommodate customers who wanted to use upstream Kubernetes but did not want to manage it themselves. As soon as AWS got around to it, it knocked the Kubernetes-based container management service out of the park. Not only is Amazon EKS simpler than Kubernetes, but EKS pricing may also be worth it.

Cultural ROI In FinOps: People Drive Pivots

When I ask clients to picture cloud cost optimization, they think dashboards, policies, maybe a clever right-sizing purchase. What they don’t picture? Meetings. Misunderstandings. Mistrust. To avoid FinOps failures, we need a new starting line; one that gets to the root of spend misalignment.

From Code To Clicks: A Visual Way To Build Dimensions In CloudZero

In early October, we launched Dimension Studio, a new visual editor for engineers and others that brings point-and-click simplicity to the same powerful, precise allocation engine CloudZero is known for. Before that, when CloudZero users built cloud cost allocations, they got it from our YAML-based CostFormation engine, a code-driven way to describe how cloud and AI costs roll up to products, customers, or teams.

Optimizing GPU Efficiency and AI Costs with Pepperdata

As AI workloads explode, platform owners face an increasingly common challenge: a massive gap between GPU demand and supply. Pending workloads, idle GPUs, and rising costs make it harder than ever to scale AI efficiently. In this video, we explore how Pepperdata.ai helps enterprises regain control of their GPU environments with two breakthrough solutions: Demand Optimization – Get granular visibility into GPU usage across your entire infrastructure. Identify inefficiencies, balance supply and demand, and uncover hidden capacity.

Kubernetes For AI: The CTO's Guide

Kubernetes began as a tool to help teams keep thousands of microservices running without falling apart. It gave them a way to schedule workloads, recover from failures, and scale services without constant firefighting. Now, AI has brought back the same chaos, only magnified. Training jobs sprawl across GPUs. Inference traffic spikes without warning. Pipelines stretch across clusters, clouds, and compliance boundaries. Left unchecked, it can break both your workload and cloud budget.

Datadog Cloud Cost Management: Make cost a key metric for engineers

See how Datadog Cloud Cost Management puts cost and efficiency KPIs directly in front of engineers in their daily workflows. In this short demo, you’ll learn how to: Datadog unifies cost, performance, and business metrics in one platform, so FinOps, engineering, and finance teams can make cost-aware decisions together.

Build Vs. Buy? Why Creating Your Own Cost Management Platform Is Futile

The siren song of building a custom, internal cloud cost management platform is enticing. Many brilliant engineering teams are convinced they can come up with a bespoke solution that perfectly fits their needs. They look at their company’s unique infrastructure and decide they can DIY cost management without having to rely on an external vendor. Believe me, I get the temptation.